A Clinical Risk Prediction Model for Depressive Disorders Based on Seven Machine Learning Algorithms.

Journal: International journal of general medicine
Published Date: Jan 1, 2025

Abstract

OBJECTIVE: To develop a clinical risk prediction model for depressive disorders using seven machine learning algorithms based on routine blood test indicators.

Authors

  • Weifeng Jin
    College of Pharmaceutical Science, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China.
  • Shuzi Chen
    Department of Medical Laboratory, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.
  • Mengxia Wang
    Department of Medical Laboratory, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China.
  • Ping Lin
    Department of Geriatrics, The Third Hospital of Hangzhou, Hangzhou, Zhejiang, China.

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